github-actions[bot] commented on PR #8678:
URL: https://github.com/apache/texera/pull/8678#issuecomment-5839607887

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 5 better · 🔴 0 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `9ead3ac` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/36188896407)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 387 | 0.236 | 24,486/36,073/36,073 us | 🟢 -9.2% / 
🔴 +113.4% |
   | ⚪ | bs=100 sw=10 sl=64 | 799 | 0.488 | 124,026/142,152/142,152 us | ⚪ 
within ±5% / 🔴 +26.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 904 | 0.552 | 1,106,114/1,174,423/1,174,423 us | 
⚪ within ±5% / 🔴 +9.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `9ead3ac` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 387 tuples/sec | 366 tuples/sec | 736.99 
tuples/sec | +5.7% | -47.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.236 MB/s | 0.224 MB/s | 0.45 MB/s | +5.4% | 
-47.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,486 us | 25,853 us | 13,174 us | -5.3% | 
+85.9% |
   | bs=10 sw=10 sl=64 | p95 | 36,073 us | 39,720 us | 16,900 us | -9.2% | 
+113.4% |
   | bs=10 sw=10 sl=64 | p99 | 36,073 us | 39,720 us | 19,889 us | -9.2% | 
+81.4% |
   | bs=100 sw=10 sl=64 | throughput | 799 tuples/sec | 794 tuples/sec | 946.47 
tuples/sec | +0.6% | -15.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.488 MB/s | 0.485 MB/s | 0.578 MB/s | +0.6% | 
-15.5% |
   | bs=100 sw=10 sl=64 | p50 | 124,026 us | 124,751 us | 105,257 us | -0.6% | 
+17.8% |
   | bs=100 sw=10 sl=64 | p95 | 142,152 us | 141,698 us | 112,150 us | +0.3% | 
+26.8% |
   | bs=100 sw=10 sl=64 | p99 | 142,152 us | 141,698 us | 125,962 us | +0.3% | 
+12.9% |
   | bs=1000 sw=10 sl=64 | throughput | 904 tuples/sec | 902 tuples/sec | 
973.64 tuples/sec | +0.2% | -7.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.552 MB/s | 0.551 MB/s | 0.594 MB/s | +0.2% 
| -7.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,106,114 us | 1,101,997 us | 1,032,217 us | 
+0.4% | +7.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,174,423 us | 1,153,163 us | 1,072,497 us | 
+1.8% | +9.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,174,423 us | 1,153,163 us | 1,102,623 us | 
+1.8% | +6.5% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,516.26,200,128000,387,0.236,24486.24,36072.60,36072.60
   1,100,10,64,20,2502.35,2000,1280000,799,0.488,124025.79,142151.56,142151.56
   
2,1000,10,64,20,22131.43,20000,12800000,904,0.552,1106113.61,1174423.15,1174423.15
   ```
   
   </details>
   


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